Fault Detection for Multimodal Process Using Quality-Relevant Kernel Neighborhood Preserving Embedding

Figure 4

Monitoring results for fault 2.

(a) Monitoring based on LLE for fault 2

(b) Monitoring based on KPLS for fault 2

(c) Monitoring based on QKNPE for fault 2